OpenMOSS

Team

university

http://openmoss.sii.edu.cn/

OpenMOSS

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AI & ML interests

LLM

Recent Activity

fdugyt published a model about 8 hours ago

OpenMOSS-Team/MOSS-Audio-Tokenizer-Nano-ONNX

fdugyt published a model about 8 hours ago

OpenMOSS-Team/MOSS-TTS-Nano-100M-ONNX

fdugyt updated a model about 10 hours ago

OpenMOSS-Team/MOSS-TTS-Nano-100M-ONNX

View all activity

Papers

MOSS-TTS Technical Report

AI Can Learn Scientific Taste

View all Papers

OpenMOSS-Team 's collections 21

MOSS-Audio

An open-source audio understanding model supporting speech recognition, environmental sound analysis, music understanding, time-aware QA, and complex

Running on Zero

Agents

3

MOSS Audio 8B Thinking

🐢

3

Generate answers to audio or video prompts
OpenMOSS-Team/MOSS-Audio-4B-Instruct

Audio-Text-to-Text • 5B • Updated 4 days ago • 218 • 24
OpenMOSS-Team/MOSS-Audio-4B-Thinking

Audio-Text-to-Text • 5B • Updated 4 days ago • 193 • 19
OpenMOSS-Team/MOSS-Audio-8B-Instruct

Audio-Text-to-Text • 9B • Updated 4 days ago • 185 • 24

MOSS-VL

OpenMOSS-Team/MOSS-VL-Instruct-0408

Video-Text-to-Text • 11B • Updated 9 days ago • 326 • 78
OpenMOSS-Team/MOSS-VL-Base-0408

Video-Text-to-Text • 11B • Updated 9 days ago • 76 • 56

Llama Scope 2

Opensource Lorsas and Transcoders

OpenMOSS-Team/Llama-Scope-2

Updated Feb 10 • 1
OpenMOSS-Team/Llama-Scope-2-Qwen3-1.7B

Updated 15 days ago • 3

MOVA

OpenMOSS-Team/MOVA-360p

Image-to-Video • Updated Feb 15 • 38.5k • 211
OpenMOSS-Team/MOVA-720p

Any-to-Any • Updated Feb 11 • 1.09k • 130
MOVA: Towards Scalable and Synchronized Video-Audio Generation

Paper • 2602.08794 • Published Feb 9 • 159

MOSS Transcribe Diarize

A unified multimodal large language model for end-to-end speaker-attributed, time-stamped transcription.

MOSS Transcribe Diarize: Accurate Transcription with Speaker Diarization

Paper • 2601.01554 • Published Jan 4 • 59
Running

Agents

Featured

57

MOSS Transcribe Diarize

🏢

57

Transcribe audio/video with speaker diarization

ABC-Bench

Evaluating Agentic Backend Coding Capabilities in Real-World Development Scenarios

ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development

Paper • 2601.11077 • Published Jan 16 • 67
OpenMOSS-Team/ABC-Bench

Viewer • Updated Jan 20 • 224 • 200 • 4
OpenMOSS-Team/Qwen3-32B-ABC

Text Generation • 33B • Updated Jan 20 • 39 • 3
OpenMOSS-Team/Qwen3-8B-ABC

Text Generation • 8B • Updated Jan 20 • 16 • 3

Game-RL

[ICLR 2026] Game-RL: Synthesizing Multimodal Verifiable Game Data to Boost VLMs' General Reasoning

OpenMOSS-Team/GameQA-140K

Updated 29 days ago • 230 • 18
OpenMOSS-Team/GameQA-5K

Preview • Updated Jun 22, 2025 • 103 • 2
OpenMOSS-Team/Game-RL-Qwen2.5-VL-7B

Image-Text-to-Text • 8B • Updated Jul 27, 2025 • 12 • 1
OpenMOSS-Team/Game-RL-InternVL3-8B

8B • Updated Jun 17, 2025 • 12 • 2

DiRL

An Efficient Training Framework for Diffusion Language Models

OpenMOSS-Team/DiRL-8B-Instruct

Text Generation • 8B • Updated Jan 20 • 13 • 13

MOSS Embodied Planner

World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning

Paper • 2503.10480 • Published Mar 13, 2025 • 57
Unleashing Embodied Task Planning Ability in LLMs via Reinforcement Learning

Paper • 2506.23127 • Published Jun 29, 2025 • 2
World-aware Planning Narratives Enhance Large Vision-Language Model Planner

Paper • 2506.21230 • Published Jun 26, 2025 • 1
OpenMOSS-Team/Embodied_R1-ScienceWorld

8B • Updated Jun 30, 2025 • 4 • 1

MHA2MLA-refactor

The MHA2MLA model published in the paper "Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-Based LLMs"

OpenMOSS-Team/SmolLM-135M-MLA-d_kv_8-refactor

Text Generation • 0.1B • Updated Jun 23, 2025 • 2 • 1
OpenMOSS-Team/SmolLM-135M-MLA-d_kv_32-refactor

Text Generation • 0.1B • Updated Jun 17, 2025 • 21 • 1
OpenMOSS-Team/SmolLM-135M-MLA-d_kv_16-refactor

Text Generation • 0.1B • Updated Jun 17, 2025 • 4 • 1
OpenMOSS-Team/SmolLM-360M-MLA-d_kv_8-refactor

Text Generation • 0.3B • Updated Jun 17, 2025 • 6 • 1

MOSS

OpenMOSS-Team/moss-moon-003-sft-plugin

Text Generation • Updated Apr 25, 2023 • 43 • 71
OpenMOSS-Team/moss-moon-003-sft

Text Generation • Updated Apr 25, 2023 • 2.26k • 128
OpenMOSS-Team/moss-moon-003-base

Text Generation • Updated Apr 25, 2023 • 2.19k • 132
OpenMOSS-Team/moss-moon-003-sft-int4

Text Generation • Updated Apr 26, 2023 • 36 • 41

MOSS-Video-Preview

OpenMOSS-Team/moss-video-preview-base

Video-Text-to-Text • 11B • Updated 26 days ago • 77 • 11
OpenMOSS-Team/moss-video-preview-sft

Video-Text-to-Text • 11B • Updated 26 days ago • 90 • 6
OpenMOSS-Team/moss-video-preview-realtime-sft

Video-Text-to-Text • 11B • Updated 26 days ago • 164 • 14

AI Can Learn Scientific Taste

AI Can Learn Scientific Taste

Paper • 2603.14473 • Published Mar 15 • 423
OpenMOSS-Team/SciJudgeBench

Preview • Updated Mar 17 • 234 • 8
OpenMOSS-Team/SciJudge-4B

Text Generation • 4B • Updated Mar 17 • 370 • 6
OpenMOSS-Team/SciJudge-30B

Text Generation • 31B • Updated Mar 17 • 568 • 12

MOSS-TTS

OpenMOSS-Team/MOSS-TTS

Text-to-Speech • 8B • Updated 29 days ago • 46.5k • 381
OpenMOSS-Team/MOSS-TTS-Local-Transformer

Text-to-Speech • 3B • Updated 28 days ago • 104k • 26
OpenMOSS-Team/MOSS-TTS-Realtime

Text-to-Speech • 2B • Updated 28 days ago • 14k • 79
OpenMOSS-Team/MOSS-TTS-Nano-100M

Text-to-Speech • Updated 4 days ago • 29.1k • 131

MOSS-TTSD

OpenMOSS-Team/MOSS-TTSD-v1.0

Text-to-Speech • 8B • Updated Feb 14 • 10.4k • 55
OpenMOSS-Team/MOSS-TTSD-v0.7

Text-to-Speech • 2B • Updated Nov 11, 2025 • 166 • 18
OpenMOSS-Team/MOSS-TTSD-v0.5

Text-to-Speech • 2B • Updated Sep 2, 2025 • 375 • 54
OpenMOSS-Team/MOSS-TTSD-v0

Text-to-Speech • 2B • Updated Jun 20, 2025 • 9 • 28

MOSS-Speech

True Speech-to-Speech Langugage Model

OpenMOSS-Team/MOSS-Speech

9B • Updated Sep 30, 2025 • 53 • 19
OpenMOSS-Team/MOSS-Speech-Codec

0.9B • Updated Oct 1, 2025 • 28 • 6
Running on Zero

Agents

19

MOSS-Speech Demo

🚀

19

True Speech-to-Speech Language Model
MOSS-Speech: Towards True Speech-to-Speech Models Without Text Guidance

Paper • 2510.00499 • Published Oct 1, 2025 • 22

FutureOmni

First Omni-modal Future Forecasting Benchmark

OpenMOSS-Team/FutureOmni

Viewer • Updated Jan 22 • 1.03k • 229 • 5
FutureOmni: Evaluating Future Forecasting from Omni-Modal Context for Multimodal LLMs

Paper • 2601.13836 • Published Jan 20 • 37

FRoM-W1

https://github.com/OpenMOSS/FRoM-W1

OpenMOSS-Team/FRoM-W1

Updated Feb 4 • 10
OpenMOSS-Team/FRoM-W1-Datasets

Viewer • Updated Jan 29 • 166k • 437 • 7
FRoM-W1: Towards General Humanoid Whole-Body Control with Language Instructions

Paper • 2601.12799 • Published Jan 19 • 4

RoboOmni

Proactive Robot Manipulation in Omni-modal Context

OpenMOSS-Team/RoboOmni

Robotics • Updated Oct 30, 2025 • 4.63k • 15
OpenMOSS-Team/OmniAction

Updated 21 days ago • 53k • 277
OpenMOSS-Team/OmniAction-LIBERO

Updated 21 days ago • 2.68k • 69
OpenMOSS-Team/RoboOmni-LIBERO-Spatial

Robotics • Updated Oct 31, 2025 • 24 • 3

Low Rank Sparse Attention

Open source weights of Lorsa modules introduced in "Towards Understanding the Nature of Attention with Low-Rank Sparse Decomposition".

OpenMOSS-Team/Lorsa

Updated Apr 28, 2025 • 3
OpenMOSS-Team/Lorsa-Pythia-160M

Updated May 8, 2025 • 2
OpenMOSS-Team/Lorsa-Llama-3.1-8B

Updated May 8, 2025 • 1

MHA2MLA

The MHA2MLA model published in the paper "Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-Based LLMs"

Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-based LLMs

Paper • 2502.14837 • Published Feb 20, 2025 • 4
OpenMOSS-Team/Llama-2-7B-MLA-d_kv_16

Text Generation • 6B • Updated Mar 13, 2025 • 7 • 1
OpenMOSS-Team/Llama-2-7B-MLA-d_kv_32

Text Generation • 6B • Updated Mar 13, 2025 • 8 • 1
OpenMOSS-Team/Llama-2-7B-MLA-d_kv_64

Text Generation • 7B • Updated Mar 13, 2025 • 12 • 1

MOSS-Audio

An open-source audio understanding model supporting speech recognition, environmental sound analysis, music understanding, time-aware QA, and complex

Running on Zero

Agents

3

MOSS Audio 8B Thinking

🐢

3

Generate answers to audio or video prompts
OpenMOSS-Team/MOSS-Audio-4B-Instruct

Audio-Text-to-Text • 5B • Updated 4 days ago • 218 • 24
OpenMOSS-Team/MOSS-Audio-4B-Thinking

Audio-Text-to-Text • 5B • Updated 4 days ago • 193 • 19
OpenMOSS-Team/MOSS-Audio-8B-Instruct

Audio-Text-to-Text • 9B • Updated 4 days ago • 185 • 24

MOSS-Video-Preview

OpenMOSS-Team/moss-video-preview-base

Video-Text-to-Text • 11B • Updated 26 days ago • 77 • 11
OpenMOSS-Team/moss-video-preview-sft

Video-Text-to-Text • 11B • Updated 26 days ago • 90 • 6
OpenMOSS-Team/moss-video-preview-realtime-sft

Video-Text-to-Text • 11B • Updated 26 days ago • 164 • 14

MOSS-VL

OpenMOSS-Team/MOSS-VL-Instruct-0408

Video-Text-to-Text • 11B • Updated 9 days ago • 326 • 78
OpenMOSS-Team/MOSS-VL-Base-0408

Video-Text-to-Text • 11B • Updated 9 days ago • 76 • 56

AI Can Learn Scientific Taste

AI Can Learn Scientific Taste

Paper • 2603.14473 • Published Mar 15 • 423
OpenMOSS-Team/SciJudgeBench

Preview • Updated Mar 17 • 234 • 8
OpenMOSS-Team/SciJudge-4B

Text Generation • 4B • Updated Mar 17 • 370 • 6
OpenMOSS-Team/SciJudge-30B

Text Generation • 31B • Updated Mar 17 • 568 • 12

Llama Scope 2

Opensource Lorsas and Transcoders

OpenMOSS-Team/Llama-Scope-2

Updated Feb 10 • 1
OpenMOSS-Team/Llama-Scope-2-Qwen3-1.7B

Updated 15 days ago • 3

MOSS-TTS

OpenMOSS-Team/MOSS-TTS

Text-to-Speech • 8B • Updated 29 days ago • 46.5k • 381
OpenMOSS-Team/MOSS-TTS-Local-Transformer

Text-to-Speech • 3B • Updated 28 days ago • 104k • 26
OpenMOSS-Team/MOSS-TTS-Realtime

Text-to-Speech • 2B • Updated 28 days ago • 14k • 79
OpenMOSS-Team/MOSS-TTS-Nano-100M

Text-to-Speech • Updated 4 days ago • 29.1k • 131

MOVA

OpenMOSS-Team/MOVA-360p

Image-to-Video • Updated Feb 15 • 38.5k • 211
OpenMOSS-Team/MOVA-720p

Any-to-Any • Updated Feb 11 • 1.09k • 130
MOVA: Towards Scalable and Synchronized Video-Audio Generation

Paper • 2602.08794 • Published Feb 9 • 159

MOSS-TTSD

OpenMOSS-Team/MOSS-TTSD-v1.0

Text-to-Speech • 8B • Updated Feb 14 • 10.4k • 55
OpenMOSS-Team/MOSS-TTSD-v0.7

Text-to-Speech • 2B • Updated Nov 11, 2025 • 166 • 18
OpenMOSS-Team/MOSS-TTSD-v0.5

Text-to-Speech • 2B • Updated Sep 2, 2025 • 375 • 54
OpenMOSS-Team/MOSS-TTSD-v0

Text-to-Speech • 2B • Updated Jun 20, 2025 • 9 • 28

MOSS Transcribe Diarize

A unified multimodal large language model for end-to-end speaker-attributed, time-stamped transcription.

MOSS Transcribe Diarize: Accurate Transcription with Speaker Diarization

Paper • 2601.01554 • Published Jan 4 • 59
Running

Agents

Featured

57

MOSS Transcribe Diarize

🏢

57

Transcribe audio/video with speaker diarization

MOSS-Speech

True Speech-to-Speech Langugage Model

OpenMOSS-Team/MOSS-Speech

9B • Updated Sep 30, 2025 • 53 • 19
OpenMOSS-Team/MOSS-Speech-Codec

0.9B • Updated Oct 1, 2025 • 28 • 6
Running on Zero

Agents

19

MOSS-Speech Demo

🚀

19

True Speech-to-Speech Language Model
MOSS-Speech: Towards True Speech-to-Speech Models Without Text Guidance

Paper • 2510.00499 • Published Oct 1, 2025 • 22

ABC-Bench

Evaluating Agentic Backend Coding Capabilities in Real-World Development Scenarios

ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development

Paper • 2601.11077 • Published Jan 16 • 67
OpenMOSS-Team/ABC-Bench

Viewer • Updated Jan 20 • 224 • 200 • 4
OpenMOSS-Team/Qwen3-32B-ABC

Text Generation • 33B • Updated Jan 20 • 39 • 3
OpenMOSS-Team/Qwen3-8B-ABC

Text Generation • 8B • Updated Jan 20 • 16 • 3

FutureOmni

First Omni-modal Future Forecasting Benchmark

OpenMOSS-Team/FutureOmni

Viewer • Updated Jan 22 • 1.03k • 229 • 5
FutureOmni: Evaluating Future Forecasting from Omni-Modal Context for Multimodal LLMs

Paper • 2601.13836 • Published Jan 20 • 37

Game-RL

[ICLR 2026] Game-RL: Synthesizing Multimodal Verifiable Game Data to Boost VLMs' General Reasoning

OpenMOSS-Team/GameQA-140K

Updated 29 days ago • 230 • 18
OpenMOSS-Team/GameQA-5K

Preview • Updated Jun 22, 2025 • 103 • 2
OpenMOSS-Team/Game-RL-Qwen2.5-VL-7B

Image-Text-to-Text • 8B • Updated Jul 27, 2025 • 12 • 1
OpenMOSS-Team/Game-RL-InternVL3-8B

8B • Updated Jun 17, 2025 • 12 • 2

FRoM-W1

https://github.com/OpenMOSS/FRoM-W1

OpenMOSS-Team/FRoM-W1

Updated Feb 4 • 10
OpenMOSS-Team/FRoM-W1-Datasets

Viewer • Updated Jan 29 • 166k • 437 • 7
FRoM-W1: Towards General Humanoid Whole-Body Control with Language Instructions

Paper • 2601.12799 • Published Jan 19 • 4

DiRL

An Efficient Training Framework for Diffusion Language Models

OpenMOSS-Team/DiRL-8B-Instruct

Text Generation • 8B • Updated Jan 20 • 13 • 13

RoboOmni

Proactive Robot Manipulation in Omni-modal Context

OpenMOSS-Team/RoboOmni

Robotics • Updated Oct 30, 2025 • 4.63k • 15
OpenMOSS-Team/OmniAction

Updated 21 days ago • 53k • 277
OpenMOSS-Team/OmniAction-LIBERO

Updated 21 days ago • 2.68k • 69
OpenMOSS-Team/RoboOmni-LIBERO-Spatial

Robotics • Updated Oct 31, 2025 • 24 • 3

MOSS Embodied Planner

World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning

Paper • 2503.10480 • Published Mar 13, 2025 • 57
Unleashing Embodied Task Planning Ability in LLMs via Reinforcement Learning

Paper • 2506.23127 • Published Jun 29, 2025 • 2
World-aware Planning Narratives Enhance Large Vision-Language Model Planner

Paper • 2506.21230 • Published Jun 26, 2025 • 1
OpenMOSS-Team/Embodied_R1-ScienceWorld

8B • Updated Jun 30, 2025 • 4 • 1

Low Rank Sparse Attention

Open source weights of Lorsa modules introduced in "Towards Understanding the Nature of Attention with Low-Rank Sparse Decomposition".

OpenMOSS-Team/Lorsa

Updated Apr 28, 2025 • 3
OpenMOSS-Team/Lorsa-Pythia-160M

Updated May 8, 2025 • 2
OpenMOSS-Team/Lorsa-Llama-3.1-8B

Updated May 8, 2025 • 1

MHA2MLA-refactor

The MHA2MLA model published in the paper "Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-Based LLMs"

OpenMOSS-Team/SmolLM-135M-MLA-d_kv_8-refactor

Text Generation • 0.1B • Updated Jun 23, 2025 • 2 • 1
OpenMOSS-Team/SmolLM-135M-MLA-d_kv_32-refactor

Text Generation • 0.1B • Updated Jun 17, 2025 • 21 • 1
OpenMOSS-Team/SmolLM-135M-MLA-d_kv_16-refactor

Text Generation • 0.1B • Updated Jun 17, 2025 • 4 • 1
OpenMOSS-Team/SmolLM-360M-MLA-d_kv_8-refactor

Text Generation • 0.3B • Updated Jun 17, 2025 • 6 • 1

MHA2MLA

The MHA2MLA model published in the paper "Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-Based LLMs"

Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-based LLMs

Paper • 2502.14837 • Published Feb 20, 2025 • 4
OpenMOSS-Team/Llama-2-7B-MLA-d_kv_16

Text Generation • 6B • Updated Mar 13, 2025 • 7 • 1
OpenMOSS-Team/Llama-2-7B-MLA-d_kv_32

Text Generation • 6B • Updated Mar 13, 2025 • 8 • 1
OpenMOSS-Team/Llama-2-7B-MLA-d_kv_64

Text Generation • 7B • Updated Mar 13, 2025 • 12 • 1

MOSS

OpenMOSS-Team/moss-moon-003-sft-plugin

Text Generation • Updated Apr 25, 2023 • 43 • 71
OpenMOSS-Team/moss-moon-003-sft

Text Generation • Updated Apr 25, 2023 • 2.26k • 128
OpenMOSS-Team/moss-moon-003-base

Text Generation • Updated Apr 25, 2023 • 2.19k • 132
OpenMOSS-Team/moss-moon-003-sft-int4

Text Generation • Updated Apr 26, 2023 • 36 • 41

AI & ML interests

Recent Activity

Papers

Team members 15

OpenMOSS-Team 's collections 21

MOSS Audio 8B Thinking

MOSS Transcribe Diarize

MOSS-Speech Demo

MOSS Audio 8B Thinking

MOSS Transcribe Diarize

MOSS-Speech Demo